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12 changes: 6 additions & 6 deletions megatron/arguments.py
Original file line number Diff line number Diff line change
Expand Up @@ -396,14 +396,14 @@ def _add_training_args(parser):
group.add_argument('--rampup-batch-size', nargs='*', default=None,
help='Batch size ramp up with the following values:'
' --rampup-batch-size <start batch size> '
' <batch size incerement> '
' <batch size increment> '
' <ramp-up samples> '
'For example:'
' --rampup-batch-size 16 8 300000 \ '
' --global-batch-size 1024'
'For example: '
' --rampup-batch-size 16 8 300000 '
' --global-batch-size 1024 '
'will start with global batch size 16 and over '
' (1024 - 16) / 8 = 126 intervals will increase'
'the batch size linearly to 1024. In each interval'
' (1024 - 16) / 8 = 126 intervals will increase '
'the batch size linearly to 1024. In each interval '
'we will use approximately 300000 / 126 = 2380 samples.')
group.add_argument('--checkpoint-activations', action='store_true',
help='Checkpoint activation to allow for training '
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